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HIGHLIGHT The first and only book on Apache Mahout, an open source tool for leveraging machine learning techniques in large-scale applications. DESCRIPTION To benefit from prior experience in the use of a website, machine learning techniques are increasingly used. The Apache Mahout project is focused on three types of machine learning that are of particular interest to modern web developers--recommendation systems, classification, and clustering. Through real-world examples, Mahout in Action introduces the sorts of problems that these techniques are appropriate for, and then illustrates how Mahout can be applied to solve them. It places particular focus on issues of scalability, and how to apply these techniques at very large scale with the Apache Hadoop framework. KEY POINTS This book assumes familiarity with Java, and some basic grounding in machine learning techniques. * First and only book devoted to Apache Mahout * Practical insights from industry practitioners * Real-world examples * Discussion of large-scale implemetation with Hadoop

Read the whole series! In 1999, Clark Elliott suffered a concussion when his car was rear-ended. Overnight his life changed from that of a rising professor with a research career in artificial intelligence to a humbled man struggling to get through a single day. At times he couldn t walk across a room, or even name his five Mahout in Action download ebook pdf children. Doctors told him he would never fully recover. After eight years, the cognitive demands of his job, and of being a single parent, finally became more than he could manage. As a result of one final effort to recover, he crossed paths with two brilliant Chicago-area research-clinicians one an optometrist emphasizing neurodevelopmental techniques, the other a cognitive psychologist working on the leading edge of brain plasticity. Within weeks the ghost of who he had been started to re-emerge.

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Author: Sean Owen,Robin Anil,Ted Dunning,Ellen Friedman
Number of Pages: 375 pages
Published Date: 28 Oct 2011
Publisher: Manning Publications
Publication Country: New York, United States
Language: English
ISBN: 9781935182689
Download Link: Click Here
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